Basic Statistics
Raw Counts
| Rows |
157 |
| Columns |
18 |
| Discrete columns |
18 |
| Continuous columns |
0 |
| All missing columns |
0 |
| Missing observations |
0 |
| Complete Rows |
157 |
| Total observations |
2,826 |
| Memory allocation |
144.2 Kb |
Percentages

Missing Data Profile

Univariate Distribution
Bar Chart (with frequency)
## 13 columns ignored with more than 50 categories.
## residential_customers: 157 categories
## residential_customers_with_arrears_greater_than_60_days: 157 categories
## residential_final_termination_notices: 141 categories
## residential_accounts_terminated: 84 categories
## residential_active_payment_arrangements: 157 categories
## residential_uncollectables: 153 categories
## residential_sales: 157 categories
## residential_arrears_greater_than_60_days_sales: 157 categories
## residential_final_termination_notices_issued_sales: 142 categories
## residential_accounts_terminated_sales: 85 categories
## residential_average_sales: 157 categories
## residential_active_payment_arrangements_sales: 157 categories
## residential_uncollectables_sales: 157 categories

Correlation Analysis
## 14 features with more than 20 categories ignored!
## residential_customers: 157 categories
## residential_customers_with_arrears_greater_than_60_days: 157 categories
## residential_final_termination_notices: 141 categories
## residential_accounts_terminated: 84 categories
## residential_accounts_terminated_percentage: 45 categories
## residential_active_payment_arrangements: 157 categories
## residential_uncollectables: 153 categories
## residential_sales: 157 categories
## residential_arrears_greater_than_60_days_sales: 157 categories
## residential_final_termination_notices_issued_sales: 142 categories
## residential_accounts_terminated_sales: 85 categories
## residential_average_sales: 157 categories
## residential_active_payment_arrangements_sales: 157 categories
## residential_uncollectables_sales: 157 categories
